Department of Computer Science, St. Francis Xavier University, Antigonish, Nova Scotia, Canada.
Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Department of Radiology, Harvard Medical School, Massachusetts Institute of Technology, Charlestown, Massachusetts, USA.
Int J Dev Neurosci. 2022 Nov;82(7):584-595. doi: 10.1002/jdn.10211. Epub 2022 Jul 25.
Attention deficit hyperactivity disorder (ADHD) is a neurodevelopmental condition for which we have an incomplete understanding, and so brain imaging methods, such as magnetic resonance imaging (MRI), may be able to assist in characterising and understanding the presentation of the brain in an ADHD population. Statistical and computational methods were used to compare participants with ADHD and neurotypical controls at a variety of developmental stages to assess detectable abnormal neurodevelopment potentially associated with ADHD and to assess our ability to diagnose and characterise the condition from real-world clinical MRI examinations. T1-weighted structural MRI examinations (n = 993; 0-31 years old [YO]) were obtained from neurotypical controls, and 637 examinations were obtained from patients with ADHD (0-26 YO). Measures of average (mean) regional cortical thickness were acquired, alongside the first reporting of regional cortical thickness variability (as assessed with the standard deviation [SD]) in ADHD. A comparison between the inattentive and combined (inattentive and hyperactive) subtypes of ADHD is also provided. A preliminary independent validation was also performed on the publicly available ADHD200 dataset. Relative to controls, subjects with ADHD had, on average, lowered SD of cortical thicknesses and increased mean thicknesses across several key regions potentially linked with known symptoms of ADHD, including the precuneus and supramarginal gyrus.
注意缺陷多动障碍(ADHD)是一种神经发育障碍,我们对此了解尚不完整,因此脑成像方法,如磁共振成像(MRI),可能有助于描述和理解 ADHD 人群的大脑表现。统计和计算方法用于比较 ADHD 患者和神经典型对照组在各种发育阶段的情况,以评估与 ADHD 相关的潜在可检测异常神经发育,并评估我们从真实临床 MRI 检查中诊断和描述该病症的能力。从神经典型对照组中获得了 T1 加权结构 MRI 检查(n=993;0-31 岁),从 ADHD 患者中获得了 637 次检查(0-26 岁)。获得了平均(均值)区域皮质厚度的测量值,以及 ADHD 中区域皮质厚度变异性(以标准差 [SD] 评估)的首次报告。还提供了 ADHD 的注意力不集中和混合型(注意力不集中和多动)亚型之间的比较。还对公开的 ADHD200 数据集进行了初步的独立验证。与对照组相比,ADHD 患者的皮质厚度 SD 平均降低,而包括楔前叶和缘上回在内的几个与 ADHD 已知症状相关的关键区域的平均厚度增加。